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Diskretnyi Analiz i Issledovanie Operatsii, 2020, Volume 27, Issue 2, Pages 43–64
DOI: https://doi.org/10.33048/daio.2020.27.673
(Mi da950)
 

This article is cited in 5 scientific papers (total in 5 papers)

A hybrid local search algorithm for consistent periodic vehicle routing problem

I. N. Kulachenkoa, P. A. Kononovab

a Novosibirsk State University, 2 Pirogov Street, 630090 Novosibirsk, Russia
b Sobolev Institute of Mathematics SB RAS, 4 Acad. Koptyug Avenue, 630090 Novosibirsk, Russia
Full-text PDF (444 kB) Citations (5)
References:
Abstract: Under consideration is some new real-world application of vehicle routing planning in a finite time horizon. Let a company have a set of capacitated vehicles in depots and serve a set of customers. There is a frequency for each customer which describes how often the customer should be visited. Time intervals between two consecutive visits are fixed, but the visiting schedule is flexible. To obtain competitive advantages, the company tries to increase the service quality. To this end, each customer should be visited by one driver only. The goal is to minimize the total length of the vehicle paths over the planning horizon under the frequency constraints and driver shift length constraints.
We present a mixed-integer linear programming model for this new consistent capacitated vehicle routing problem. To find near optimal solutions, we design the variable neighborhood search metaheuristic with several neighborhood structures. The driver shift length and capacitated constraints are penalized and included into the objective function. Some numerical results for the real-test cases are discussed. Tab. 6, illustr. 1, bibliogr. 28.
Keywords: penalty method, metaheuristic, Kernighan–Lin neighborhood, vehicle of limited capacity.
Funding agency Grant number
Russian Foundation for Basic Research 19-47-540005
This research is supported by the Russian Foundation for Basic Research and Novosibirsk region (Project 19–47–540005).
Received: 31.10.2019
Revised: 27.12.2019
Accepted: 19.02.2020
English version:
Journal of Applied and Industrial Mathematics, 2020, Volume 14, Issue 2, Pages 339–351
DOI: https://doi.org/10.1134/S199047892002012X
Bibliographic databases:
Document Type: Article
UDC: 519.8+518.25
Language: Russian
Citation: I. N. Kulachenko, P. A. Kononova, “A hybrid local search algorithm for consistent periodic vehicle routing problem”, Diskretn. Anal. Issled. Oper., 27:2 (2020), 43–64; J. Appl. Industr. Math., 14:2 (2020), 339–351
Citation in format AMSBIB
\Bibitem{KulKon20}
\by I.~N.~Kulachenko, P.~A.~Kononova
\paper A hybrid local search algorithm for consistent periodic vehicle routing problem
\jour Diskretn. Anal. Issled. Oper.
\yr 2020
\vol 27
\issue 2
\pages 43--64
\mathnet{http://mi.mathnet.ru/da950}
\crossref{https://doi.org/10.33048/daio.2020.27.673}
\transl
\jour J. Appl. Industr. Math.
\yr 2020
\vol 14
\issue 2
\pages 339--351
\crossref{https://doi.org/10.1134/S199047892002012X}
\scopus{https://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85087779718}
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  • This publication is cited in the following 5 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Дискретный анализ и исследование операций
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    Abstract page:273
    Full-text PDF :151
    References:31
    First page:3
     
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